{"id":"W4411618281","doi":"10.51847/bab7zxztfo","title":"10.51847/baB7zXzTfO","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Middle level; Middle management; Psychology; Pedagogy; Public relations; Political science; Sociology; Mathematics education; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001067238,0.0007697311,0.0006077567,0.001932624,0.0009990489,0.002437906,0.0006860596,0.001697015,0.9137138],"category_scores_gemma":[0.001892363,0.0002926942,0.0004917718,0.001794951,0.0006027645,0.00198159,0.001801155,0.0009813289,0.8899951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007344581,"about_ca_system_score_gemma":0.0007873774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117638,"about_ca_topic_score_gemma":0.002534358,"domain_scores_codex":[0.9992173,0.0001444058,0.00007378283,0.0001536621,0.0002400644,0.0001709197],"domain_scores_gemma":[0.9983696,0.0004478334,0.0001261051,0.0001900968,0.0005201602,0.0003460943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000425121,0.0005305961,0.007854288,0.0003925593,0.00001956956,0.0003725851,0.0003577743,0.0002936564,0.003341152,0.004904117,0.1354265,0.8460822],"study_design_scores_gemma":[0.0001545881,0.0004139281,0.02225048,0.0004751569,0.00003097127,0.001358716,0.0009035901,0.001447904,0.001596335,0.002786017,0.9685398,0.00004256458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0248974,0.001187262,0.003764963,0.002766029,0.001039657,0.000248762,0.002392717,0.002374446,0.9613288],"genre_scores_gemma":[0.03622166,0.0007817391,0.003925204,0.0006664484,0.000185834,0.0002128552,0.002605137,0.0004067178,0.9549944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08628619,"threshold_uncertainty_score":0.1230767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009689457721323853,"score_gpt":0.1645786850316824,"score_spread":0.1548892273103585,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}